Jason Dowling

Orcid: 0000-0001-9349-2275

According to our database1, Jason Dowling authored at least 42 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs.
CoRR, 2024

The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It.
CoRR, 2024

Evaluating the Impact of Sequence Combinations on Breast Tumor Segmentation in Multiparametric MRI.
CoRR, 2024

Uncertainty estimation using a 3D probabilistic U-Net for segmentation with small radiotherapy clinical trial datasets.
Comput. Medical Imaging Graph., 2024

e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation.
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models.
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023
Automatic deep learning-based pleural effusion segmentation in lung ultrasound images.
BMC Medical Informatics Decis. Mak., December, 2023

Improving chest X-ray report generation by leveraging warm starting.
Artif. Intell. Medicine, October, 2023

Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation.
CoRR, 2023

Medical Shape Pattern Analysis with MeshCNN.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Manipulating Medical Image Translation with Manifold Disentanglement.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

A Concise Model for Medical Image Captioning.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022
CAN3D: Fast 3D medical image segmentation via compact context aggregation.
Medical Image Anal., 2022

Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings.
Artif. Intell. Medicine, 2022

CSIRO at the ImageCLEFmedical 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D Deep Learning Detection Network Approach.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

CSIRO at ImageCLEFmedical Caption 2022.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
Going Deeper With Brain Morphometry Using Neural Networks.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Voxel-Wise Analysis for Spatial Characterisation of Pseudo-CT Errors in MRI-Only Radiotherapy Planning.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

AEHRC CSIRO at ImageCLEFmed Caption 2021.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020
Fabric Image Representation Encoding Networks for Large-scale 3D Medical Image Analysis.
CoRR, 2020

2019
Pseudo-CT Generation for Mri-only Radiotherapy: Comparative Study Between A Generative Adversarial Network, A U-Net Network, A Patch-Based, and an Atlas Based Methods.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
A lightweight rapid application development framework for biomedical image analysis.
Comput. Methods Programs Biomed., 2018

2017
Pseudo-CT generation by conditional inference random forest for MRI-based radiotherapy treatment planning.
Proceedings of the 25th European Signal Processing Conference, 2017

2015
Robust inverse-consistent affine CT-MR registration in MRI-assisted and MRI-alone prostate radiation therapy.
Medical Image Anal., 2015

A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning.
Artif. Intell. Medicine, 2015

2014
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge.
Medical Image Anal., 2014

Fast Multiatlas Selection Using Composition of Transformations for Radiation Therapy Planning.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

2013
Structure-Guided Nonrigid Registration of CT-MR Pelvis Scans with Large Deformations in MR-Based Image Guided Radiation Therapy.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013

A Survey of Cervix Segmentation Methods in Magnetic Resonance Images.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013

Multi-atlas and Gaussian Mixture Modeling Based Perirectal Fat Segmentation from CT Images.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013

2012
Patient Specific Prostate Segmentation in 3-D Magnetic Resonance Images.
IEEE Trans. Medical Imaging, 2012

2011
Fast Automatic Multi-atlas Segmentation of the Prostate from 3D MR Images.
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

Automatic Segmentation of the Prostate in 3D Magnetic Resonance Images Using Case Specific Deformable Models.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010
Automatic MRI Atlas-Based External Beam Radiation Therapy Treatment Planning for Prostate Cancer.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

Atlas Based Segmentation and Mapping of Organs at Risk from Planning CT for the Development of Voxel-Wise Predictive Models of Toxicity in Prostate Radiotherapy.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

2009
Nonrigid correction of interleaving artefacts in pelvic MRI.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

2008
Assuring Authenticity of Digital Mammograms by Image Watermarking.
Proceedings of the Digital Mammography, 2008

2007
A Comparison of DCT and DWT Block Based Watermarking on Medical Image Quality.
Proceedings of the Digital Watermarking, 6th International Workshop, 2007

2006
Simulated Artificial Human Vision: The Effects of Spatial Resolution and Frame Rate on Mobility.
Proceedings of the Advances in Intelligent IT, 2006

2005
Mobility assessment using simulated Arti.cial Human Vision.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005


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